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AneryPatel authored Jun 8, 2020
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Expand Up @@ -80,11 +80,11 @@ We evaluate Falcon 2.0 on three different question answering datasets namely Sim
[SimpleQuestion dataset ](https://github.com/askplatypus/wikidata-simplequestions) contains 5622 test questions which are answerable using Wikidata as underlying Knowledge Graph. Falcon 2.0 reports precision value 0.66, recall value 0.75 and F-score value 0.70 on this dataset.

### LC-QuAD 2.0 dataset
LC-Quad 2.0 contains 6046 test questions that are mostly complex (more than one entity and relation). On this dataset, Falcon 2.0 reports a precision value 0.50, recall value 0.66 and F-score 0.57.
[LC-Quad 2.0](http://lc-quad.sda.tech/) contains 6046 test questions that are mostly complex (more than one entity and relation). On this dataset, Falcon 2.0 reports a precision value 0.50, recall value 0.66 and F-score 0.57.


### WebQSP-WD dataset
WebQSP-WD contains 1639 test questions with single entity and relation per question. Falcon 2.0 outperforms all other baselines with highest F-score value 0.84, precision value 0.80 and highest recall value 0.88 on WebQSP-WD dataset.
[WebQSP-WD](https://github.com/UKPLab/coling2018-graph-neural-networks-question-answering/blob/master/WEBQSP_WD_README.md) contains 1639 test questions with single entity and relation per question. Falcon 2.0 outperforms all other baselines with highest F-score value 0.84, precision value 0.80 and highest recall value 0.88 on WebQSP-WD dataset.

## Experimental Results for Relation Linking

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